All language subtitles for Calculus 10_ Modeling with & Solving Differential Equations (Part 1) LM3 Jennifer (Jenny) Wexler-en

af Afrikaans
sq Albanian
am Amharic
ar Arabic Download
hy Armenian
az Azerbaijani
eu Basque
be Belarusian
bn Bengali
bs Bosnian
bg Bulgarian
ca Catalan
ceb Cebuano
ny Chichewa
zh-CN Chinese (Simplified)
zh-TW Chinese (Traditional)
co Corsican
hr Croatian
cs Czech
da Danish
nl Dutch
en English
eo Esperanto
et Estonian
tl Filipino
fi Finnish
fr French
fy Frisian
gl Galician
ka Georgian
de German
el Greek
gu Gujarati
ht Haitian Creole
ha Hausa
haw Hawaiian
iw Hebrew
hi Hindi
hmn Hmong
hu Hungarian
is Icelandic
ig Igbo
id Indonesian
ga Irish
it Italian
ja Japanese
jw Javanese
kn Kannada
kk Kazakh
km Khmer
ko Korean
ku Kurdish (Kurmanji)
ky Kyrgyz
lo Lao
la Latin
lv Latvian
lt Lithuanian
lb Luxembourgish
mk Macedonian
mg Malagasy
ms Malay
ml Malayalam
mt Maltese
mi Maori
mr Marathi
mn Mongolian
my Myanmar (Burmese)
ne Nepali
no Norwegian
ps Pashto
fa Persian
pl Polish
pt Portuguese
pa Punjabi
ro Romanian
ru Russian
sm Samoan
gd Scots Gaelic
sr Serbian
st Sesotho
sn Shona
sd Sindhi
si Sinhala
sk Slovak
sl Slovenian
so Somali
es Spanish
su Sundanese
sw Swahili
sv Swedish
tg Tajik
ta Tamil
te Telugu
th Thai
tr Turkish
uk Ukrainian
ur Urdu
uz Uzbek
vi Vietnamese
cy Welsh
xh Xhosa
yi Yiddish
yo Yoruba
zu Zulu
or Odia (Oriya)
rw Kinyarwanda
tk Turkmen
tt Tatar
ug Uyghur
Would you like to inspect the original subtitles? These are the user uploaded subtitles that are being translated: 0 00:00:00,000 --> 00:00:03,810 JENNIFER WEXLER: Last time we looked at differential equations 1 00:00:03,810 --> 00:00:06,930 from almost entirely an analytic perspective, 2 00:00:06,930 --> 00:00:11,120 and we found solutions to some differential equations, 3 00:00:11,120 --> 00:00:13,390 looked a little bit at their graphical solutions, 4 00:00:13,390 --> 00:00:18,180 but focused primarily on the analytic anti-differentiation pieces. 5 00:00:18,180 --> 00:00:21,530 This time we're going to look almost exclusively 6 00:00:21,530 --> 00:00:26,080 at a graphical analysis of differential equations using a tool 7 00:00:26,080 --> 00:00:27,970 called slope fields. 8 00:00:27,970 --> 00:00:32,910 So slope fields, as you might think from the name, 9 00:00:32,910 --> 00:00:36,160 are quite literally fields of slopes. 10 00:00:36,160 --> 00:00:40,120 So I'm going to put up my field- here is my field, 11 00:00:40,120 --> 00:00:42,440 the coordinate plane- and the little dots 12 00:00:42,440 --> 00:00:44,650 are going to help guide me as to where I'm 13 00:00:44,650 --> 00:00:48,490 going to draw the particular little slopes for the differential equation 14 00:00:48,490 --> 00:00:51,321 that I'm going to create a picture for. 15 00:00:51,321 --> 00:00:53,820 And the differential equation that we're going to start with 16 00:00:53,820 --> 00:00:58,770 is dy dx equals x plus 1. 17 00:00:58,770 --> 00:01:01,270 That's a differential equation we've seen before. 18 00:01:01,270 --> 00:01:04,860 In fact, it was one of the ones we solved analytically last time. 19 00:01:04,860 --> 00:01:10,280 This time I'm going to create a picture on this field of all these little slope 20 00:01:10,280 --> 00:01:14,460 segments, because I want to keep in mind that what dy dx is really telling 21 00:01:14,460 --> 00:01:17,970 me is a slope of a tangent line. 22 00:01:17,970 --> 00:01:22,260 And so I'm just going to pick a point, I think I'll start with 0,2, 23 00:01:22,260 --> 00:01:24,860 and I'm going to look at the differential equation 24 00:01:24,860 --> 00:01:27,790 and say what does that differential equation tell me 25 00:01:27,790 --> 00:01:30,420 about the slope at 0,2? 26 00:01:30,420 --> 00:01:33,980 Well, the slope is x plus 1. 27 00:01:33,980 --> 00:01:36,160 So that's 0 plus 1. 28 00:01:36,160 --> 00:01:37,440 So that's 1. 29 00:01:37,440 --> 00:01:40,230 So to help me visualize that, at the point 0,2 30 00:01:40,230 --> 00:01:44,570 I'm going to draw a little segment of slope approximately 1. 31 00:01:44,570 --> 00:01:46,750 That would be the slope of a line tangent 32 00:01:46,750 --> 00:01:48,750 to a solution curve right there. 33 00:01:48,750 --> 00:01:55,610 If I picked another point, say dy dx at 0,3, 34 00:01:55,610 --> 00:01:59,510 since this differential equation does not depend on y 35 00:01:59,510 --> 00:02:02,250 it doesn't matter that I changed the y to 3. 36 00:02:02,250 --> 00:02:05,150 The slope at that point would still be 1. 37 00:02:05,150 --> 00:02:09,120 And I could draw a little parallel segment at 0,3 38 00:02:09,120 --> 00:02:13,160 showing that a tangent line there would also have a slope of 1. 39 00:02:13,160 --> 00:02:16,140 And in fact anywhere I go on the y-axis I 40 00:02:16,140 --> 00:02:20,960 would see these little slope segments of slope 1. 41 00:02:20,960 --> 00:02:28,960 If I moved to another x-coordinate, say the coordinate negative 1, something. 42 00:02:28,960 --> 00:02:31,580 Again, it doesn't matter what the y-coordinate is, 43 00:02:31,580 --> 00:02:38,380 and so all I care is that the x is negative 1, negative 1 plus 1 is 0. 44 00:02:38,380 --> 00:02:42,210 So if I go to points where the x-coordinate is negative 1- that's 45 00:02:42,210 --> 00:02:45,050 along this column right here, this vertical line- 46 00:02:45,050 --> 00:02:50,460 I would have horizontal slope segments representing slopes of tangent lines 47 00:02:50,460 --> 00:02:52,570 at that particular x value. 48 00:02:52,570 --> 00:02:57,940 And I could continue on to fill in slope segments at all of these points, 49 00:02:57,940 --> 00:03:00,450 and I'm going to take a moment to do so and maybe give you 50 00:03:00,450 --> 00:03:01,840 a chance to do so as well. 51 00:03:01,840 --> 00:03:04,790 52 00:03:04,790 --> 00:03:07,710 And so here we have a more complete slope 53 00:03:07,710 --> 00:03:12,110 field that shows not only the segments that we had already seen together, 54 00:03:12,110 --> 00:03:16,910 with slopes of one and slopes of zero, but I 55 00:03:16,910 --> 00:03:21,730 can see that as the x is increased- as x gets bigger here 56 00:03:21,730 --> 00:03:23,290 the slopes will get steeper. 57 00:03:23,290 --> 00:03:27,290 I see some increasingly steep slope segments. 58 00:03:27,290 --> 00:03:30,460 And as x becomes more and more negative, I 59 00:03:30,460 --> 00:03:34,880 see some increasingly steep negatively sloped segments. 60 00:03:34,880 --> 00:03:39,680 And as we had discussed before, along any vertical line, 61 00:03:39,680 --> 00:03:43,820 since the differential equation only depends on x, all of those little slope 62 00:03:43,820 --> 00:03:46,600 segments are parallel. 63 00:03:46,600 --> 00:03:50,800 And I could try to follow and find a specific solution 64 00:03:50,800 --> 00:03:54,940 curve- you may recall those solution curves were parabolas- I would start 65 00:03:54,940 --> 00:03:59,360 somewhere and I would follow that little slope until I got to the next slope 66 00:03:59,360 --> 00:04:04,150 segment, and continue to try and follow the trend. 67 00:04:04,150 --> 00:04:08,620 And I could see in that slope field, one of the parabolas 68 00:04:08,620 --> 00:04:12,190 that was a particular solution to our differential equation 69 00:04:12,190 --> 00:04:13,580 that we had seen before. 70 00:04:13,580 --> 00:04:16,600 Slope fields are a great way to visualize solutions, 71 00:04:16,600 --> 00:04:18,490 but it's a lot easier to see the solution 72 00:04:18,490 --> 00:04:21,850 when we use some computer generated slope fields, because we'll 73 00:04:21,850 --> 00:04:24,930 get to see more little slope segments coming together. 74 00:04:24,930 --> 00:04:29,530 And so we will now look at not only this particular slope 75 00:04:29,530 --> 00:04:33,040 field created by a computer, but a second slope field, 76 00:04:33,040 --> 00:04:36,310 and do a little bit of a comparison of the two. 77 00:04:36,310 --> 00:04:41,700 So here we have the slope field that we just created by hand: 78 00:04:41,700 --> 00:04:46,380 dy dx equals x plus 1. 79 00:04:46,380 --> 00:04:49,960 So that's the slope field associated with this differential equation, 80 00:04:49,960 --> 00:04:52,780 with the little parallel segments along vertical lines. 81 00:04:52,780 --> 00:04:57,180 Here we have a slope field that's showing a different trend. 82 00:04:57,180 --> 00:05:02,070 It's showing little parallel segments across horizontal lines. 83 00:05:02,070 --> 00:05:06,660 And so, just like these parallel segments 84 00:05:06,660 --> 00:05:09,150 told us that this differential equation depended only 85 00:05:09,150 --> 00:05:14,810 on x, these parallel segments tell me that the differential equation depends 86 00:05:14,810 --> 00:05:15,960 only on y. 87 00:05:15,960 --> 00:05:20,400 That I can change x as I move left and right along the slope field and nothing 88 00:05:20,400 --> 00:05:22,220 happens to my little slope segments. 89 00:05:22,220 --> 00:05:25,470 This differential equation for this slope field 90 00:05:25,470 --> 00:05:27,520 is also one we've seen before. 91 00:05:27,520 --> 00:05:29,030 dy dx equals y. 92 00:05:29,030 --> 00:05:30,680 We saw that last time. 93 00:05:30,680 --> 00:05:34,890 We know from last time that those solution curves 94 00:05:34,890 --> 00:05:38,290 are exponential functions, and if you follow 95 00:05:38,290 --> 00:05:42,950 the curves-- the slope segments to find a curve, 96 00:05:42,950 --> 00:05:47,620 you can see an exponential function, potentially in that slope field. 97 00:05:47,620 --> 00:05:52,130 Here's another one if I start here, there's another exponential function 98 00:05:52,130 --> 00:05:54,780 that I'm seeing in the slope field. 99 00:05:54,780 --> 00:05:58,540 And right along here, along the x-axis, we 100 00:05:58,540 --> 00:06:04,770 see these solutions that are all horizontal slope segments. 101 00:06:04,770 --> 00:06:08,250 All of these points have a y-coordinate of 0, 102 00:06:08,250 --> 00:06:10,690 and so the slopes all have to be 0. 103 00:06:10,690 --> 00:06:13,420 And we saw that solution last time as well, y 104 00:06:13,420 --> 00:06:19,420 equals 0 is a solution curve for this particular differential equation. 105 00:06:19,420 --> 00:06:21,270 So some differential equations depend only 106 00:06:21,270 --> 00:06:24,960 on x, some differential equations depend only on y. 107 00:06:24,960 --> 00:06:31,250 And we're going to now look at one that depends on both x and y 108 00:06:31,250 --> 00:06:35,430 So in this differential equation, we see that the derivative depends 109 00:06:35,430 --> 00:06:40,840 on both x and y, we see an x and a y on the right hand side of the equation. 110 00:06:40,840 --> 00:06:45,830 And so if I were to choose a point, for example the 0.22, 111 00:06:45,830 --> 00:06:48,280 then I can find the slope at that point. 112 00:06:48,280 --> 00:06:51,210 I chose a point where the x and the y-coordinates were equal, 113 00:06:51,210 --> 00:06:55,640 and I see that that gives me a horizontal slope for my tangent line, 114 00:06:55,640 --> 00:07:00,010 and that would be true wherever I have x equals y. 115 00:07:00,010 --> 00:07:07,330 And so along that diagonal I see a number of horizontal tangent lines. 116 00:07:07,330 --> 00:07:14,510 If I were to pick a point where the x was bigger than the y, say 3 comma 2, 117 00:07:14,510 --> 00:07:23,150 then 3 minus 2 is 1, and I would have 3,2 a little 45 degree angle 118 00:07:23,150 --> 00:07:24,310 tangent line. 119 00:07:24,310 --> 00:07:32,610 And everywhere in this area I would have positively sloped segments. 120 00:07:32,610 --> 00:07:39,400 If instead I were to pick a point that, where the x was less than the y, 121 00:07:39,400 --> 00:07:41,600 like 2 comma 3. 122 00:07:41,600 --> 00:07:43,560 Now I have a slope of negative 1. 123 00:07:43,560 --> 00:07:50,670 So if I go to the point 2 comma 3 my slope is negative 1. 124 00:07:50,670 --> 00:07:56,480 And everywhere up here, where the x is less than y, 125 00:07:56,480 --> 00:08:00,430 I would have negatively sloped segments. 126 00:08:00,430 --> 00:08:03,850 So if you want some practice you could take some time to try and create 127 00:08:03,850 --> 00:08:06,210 the rest of this slope field by hand. 128 00:08:06,210 --> 00:08:09,330 I'm going to move to a computer generated version. 129 00:08:09,330 --> 00:08:12,520 So here we have a computer generated version of the slope field 130 00:08:12,520 --> 00:08:14,460 that we were just working on by hand. 131 00:08:14,460 --> 00:08:19,840 The slope field for the differential equation dy dx equals x minus y. 132 00:08:19,840 --> 00:08:26,290 And I can see in this slope field the little horizontal slopes at 1,1, 133 00:08:26,290 --> 00:08:29,890 right all along the diagonal where y equals x. 134 00:08:29,890 --> 00:08:33,270 You'll notice in the computer generated slope field I'm not 135 00:08:33,270 --> 00:08:36,490 stuck with just these integer points. 136 00:08:36,490 --> 00:08:39,419 I'm allowed to see a little more detail at other points. 137 00:08:39,419 --> 00:08:43,169 But I do see those horizontal segments exactly where 138 00:08:43,169 --> 00:08:44,400 I would expect to see them. 139 00:08:44,400 --> 00:08:49,260 I do see those positively sloped segments 140 00:08:49,260 --> 00:08:51,210 exactly where I expect to see them. 141 00:08:51,210 --> 00:08:56,150 And I do see those negatively sloped segments 142 00:08:56,150 --> 00:08:58,390 exactly where expect to see them. 143 00:08:58,390 --> 00:09:03,000 And you can see there are no-- if I pick any vertical line, 144 00:09:03,000 --> 00:09:05,730 those slope segments are not all parallel. 145 00:09:05,730 --> 00:09:10,630 So I know that this has both an x and a y in it; same thing for a horizontal, 146 00:09:10,630 --> 00:09:11,130 right? 147 00:09:11,130 --> 00:09:16,170 There's no parallel slope segments along horizontal and vertical lines. 148 00:09:16,170 --> 00:09:19,090 And so I know that my differential equation 149 00:09:19,090 --> 00:09:23,520 must have a derivative that depends on both coordinates. 150 00:09:23,520 --> 00:09:25,930 So I'm now going to move to a dynamic graph 151 00:09:25,930 --> 00:09:29,770 so we can look at some of the particular solutions 152 00:09:29,770 --> 00:09:35,030 within this field of slopes that shows us the general solution. 153 00:09:35,030 --> 00:09:38,070 So now we have this graph right here, that's 154 00:09:38,070 --> 00:09:43,750 the same slope field that we were just looking at for dy dx equals x minus y. 155 00:09:43,750 --> 00:09:45,600 But in addition to the slope field, there's 156 00:09:45,600 --> 00:09:47,720 a particular solution sketched in. 157 00:09:47,720 --> 00:09:50,280 It happens to be the particular solution that 158 00:09:50,280 --> 00:09:54,470 contains the 0.01 that's a solution to this differential equation 159 00:09:54,470 --> 00:09:56,360 that we've seen previously. 160 00:09:56,360 --> 00:10:04,190 Which solution curve appears depends on what point I know the curve contained. 161 00:10:04,190 --> 00:10:07,480 So now I have a very different looking solution curve 162 00:10:07,480 --> 00:10:11,810 that goes to the 0.4,0.5 negative 2.4. 163 00:10:11,810 --> 00:10:17,190 If I were to change that point again, now that's 164 00:10:17,190 --> 00:10:24,070 the solution curve for the curve that contains negative 1.3, negative 2.6. 165 00:10:24,070 --> 00:10:27,340 And you may notice, as I drag this around, 166 00:10:27,340 --> 00:10:30,710 that the curves have many different shapes. 167 00:10:30,710 --> 00:10:35,010 There's one that's a straight line, that is a solution to this differential 168 00:10:35,010 --> 00:10:36,290 equation. 169 00:10:36,290 --> 00:10:40,390 They are all related, they are all part of the same family of solutions, 170 00:10:40,390 --> 00:10:44,400 and changing that known condition, that point on the curve, 171 00:10:44,400 --> 00:10:47,520 allows us to see the different variations in the family. 172 00:10:47,520 --> 00:10:51,890 So before moving on you'll have a chance to create a slope field by hand, 173 00:10:51,890 --> 00:10:55,900 and you'll also have a chance to look at some computer generated slope fields 174 00:10:55,900 --> 00:10:59,750 and interpret the information found in them. 175 00:10:59,750 --> 00:11:07,328 15032

Can't find what you're looking for?
Get subtitles in any language from opensubtitles.com, and translate them here.